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RES-Scanner: a software package for genome-wide identification of RNA-editing sites

BACKGROUND: High-throughput sequencing (HTS) provides a powerful solution for the genome-wide identification of RNA-editing sites. However, it remains a great challenge to distinguish RNA-editing sites from genetic variants and technical artifacts caused by sequencing or read-mapping errors. RESULTS...

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Autores principales: Wang, Zongji, Lian, Jinmin, Li, Qiye, Zhang, Pei, Zhou, Yang, Zhan, Xiaoyu, Zhang, Guojie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989487/
https://www.ncbi.nlm.nih.gov/pubmed/27538485
http://dx.doi.org/10.1186/s13742-016-0143-4
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author Wang, Zongji
Lian, Jinmin
Li, Qiye
Zhang, Pei
Zhou, Yang
Zhan, Xiaoyu
Zhang, Guojie
author_facet Wang, Zongji
Lian, Jinmin
Li, Qiye
Zhang, Pei
Zhou, Yang
Zhan, Xiaoyu
Zhang, Guojie
author_sort Wang, Zongji
collection PubMed
description BACKGROUND: High-throughput sequencing (HTS) provides a powerful solution for the genome-wide identification of RNA-editing sites. However, it remains a great challenge to distinguish RNA-editing sites from genetic variants and technical artifacts caused by sequencing or read-mapping errors. RESULTS: Here we present RES-Scanner, a flexible and efficient software package that detects and annotates RNA-editing sites using matching RNA-seq and DNA-seq data from the same individuals or samples. RES-Scanner allows the use of both raw HTS reads and pre-aligned reads in BAM format as inputs. When inputs are HTS reads, RES-Scanner can invoke the BWA mapper to align reads to the reference genome automatically. To rigorously identify potential false positives resulting from genetic variants, we have equipped RES-Scanner with sophisticated statistical models to infer the reliability of homozygous genotypes called from DNA-seq data. These models are applicable to samples from either single individuals or a pool of multiple individuals if the ploidy information is known. In addition, RES-Scanner implements statistical tests to distinguish genuine RNA-editing sites from sequencing errors, and provides a series of sophisticated filtering options to remove false positives resulting from mapping errors. Finally, RES-Scanner can improve the completeness and accuracy of editing site identification when the data of multiple samples are available. CONCLUSION: RES-Scanner, as a software package written in the Perl programming language, provides a comprehensive solution that addresses read mapping, homozygous genotype calling, de novo RNA-editing site identification and annotation for any species with matching RNA-seq and DNA-seq data. The package is freely available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13742-016-0143-4) contains supplementary material, which is available to authorized users.
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spelling pubmed-49894872016-08-19 RES-Scanner: a software package for genome-wide identification of RNA-editing sites Wang, Zongji Lian, Jinmin Li, Qiye Zhang, Pei Zhou, Yang Zhan, Xiaoyu Zhang, Guojie Gigascience Technical Note BACKGROUND: High-throughput sequencing (HTS) provides a powerful solution for the genome-wide identification of RNA-editing sites. However, it remains a great challenge to distinguish RNA-editing sites from genetic variants and technical artifacts caused by sequencing or read-mapping errors. RESULTS: Here we present RES-Scanner, a flexible and efficient software package that detects and annotates RNA-editing sites using matching RNA-seq and DNA-seq data from the same individuals or samples. RES-Scanner allows the use of both raw HTS reads and pre-aligned reads in BAM format as inputs. When inputs are HTS reads, RES-Scanner can invoke the BWA mapper to align reads to the reference genome automatically. To rigorously identify potential false positives resulting from genetic variants, we have equipped RES-Scanner with sophisticated statistical models to infer the reliability of homozygous genotypes called from DNA-seq data. These models are applicable to samples from either single individuals or a pool of multiple individuals if the ploidy information is known. In addition, RES-Scanner implements statistical tests to distinguish genuine RNA-editing sites from sequencing errors, and provides a series of sophisticated filtering options to remove false positives resulting from mapping errors. Finally, RES-Scanner can improve the completeness and accuracy of editing site identification when the data of multiple samples are available. CONCLUSION: RES-Scanner, as a software package written in the Perl programming language, provides a comprehensive solution that addresses read mapping, homozygous genotype calling, de novo RNA-editing site identification and annotation for any species with matching RNA-seq and DNA-seq data. The package is freely available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13742-016-0143-4) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-18 /pmc/articles/PMC4989487/ /pubmed/27538485 http://dx.doi.org/10.1186/s13742-016-0143-4 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Technical Note
Wang, Zongji
Lian, Jinmin
Li, Qiye
Zhang, Pei
Zhou, Yang
Zhan, Xiaoyu
Zhang, Guojie
RES-Scanner: a software package for genome-wide identification of RNA-editing sites
title RES-Scanner: a software package for genome-wide identification of RNA-editing sites
title_full RES-Scanner: a software package for genome-wide identification of RNA-editing sites
title_fullStr RES-Scanner: a software package for genome-wide identification of RNA-editing sites
title_full_unstemmed RES-Scanner: a software package for genome-wide identification of RNA-editing sites
title_short RES-Scanner: a software package for genome-wide identification of RNA-editing sites
title_sort res-scanner: a software package for genome-wide identification of rna-editing sites
topic Technical Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989487/
https://www.ncbi.nlm.nih.gov/pubmed/27538485
http://dx.doi.org/10.1186/s13742-016-0143-4
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